Magnetic Resonance Imaging Radiomic Analysis of Radiation-Induced Morphea of the Breast: A Proof-of-Concept Study
This is a pilot study on a small sample that demonstrates that radiomic features extracted from pretreatment MRI scans can serve as potential predictors for the development of RIM in patients with breast cancer. The integration of clinical and histopathological data with radiomic analysis highlights the distinct changes in breast tissue architecture that precede RIM onset. These findings pave the way for the early identification of patients at risk, allowing for more personalized surveillance and management strategies.
Authors
- Joseph Bae (ORCID: https://orcid.org/0000-0002-9440-6655)
- Daniel Lozeau (ORCID: https://orcid.org/0000-0002-6663-6672)
- Jieying Wu
- Prateek Prasanna (ORCID: https://orcid.org/0000-0002-3068-3573)
- Samuel Ryu (ORCID: https://orcid.org/0000-0003-1697-0100)
- A. Stessin (ORCID: https://orcid.org/0000-0001-6998-4747)
- Chao Chen (ORCID: https://orcid.org/0000-0003-1703-6483)
Institutions
- Stony Brook University Hospital (US)
Publication Details
- Journal
- Advances in Radiation Oncology
- Published
- 2025-08-18
- DOI
- https://doi.org/10.1016/j.adro.2025.101881
- Primary Topic
- Breast Cancer Treatment Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00